MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54901 |
Higgsfield AI MCP Server
Claim
MCP server integrating Higgsfield AI API for image generation, video animation,…
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| 54902 |
tokensStudioMCP
Claim
MCP server that reads Tokens Studio design tokens from Figma and makes them ava…
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| 54903 |
revolut-merchant-mcp
Claim
MCP server for the Revolut Merchant API, enabling AI assistants to read and man…
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| 54904 |
agentic-ssh-mcp
Claim
Enables secure SSH command execution and log retrieval with intelligent summari…
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| 54905 |
Universal JSON Agent MCP
Claim
Enables natural language interaction with JSON files, providing tools to load, …
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| 54906 |
arc-gate-mcp
Claim
Runtime governance for MCP tool calls. Blocks prompt injection and capability a…
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| 54907 |
MCP Research Router
Claim
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
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| 54908 |
yt-subs
Claim
Extracts clean text transcripts from YouTube videos using their subtitles and r…
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| 54909 |
Enables managing employee leave requests (apply, view, list leaves) through Cla…
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| 54910 |
fathom-mcp-server
Claim
Enables Claude Desktop and MCP clients to access Fathom meeting intelligence, i…
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| 54911 |
mcp-repo-context
Claim
A Weaviate-backed MCP server that gives Claude Code agents semantic search over…
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| 54912 |
Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job po…
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| 54913 |
Comprehensive MCP server for Google Workspace with 95+ tools to manage Docs, Sh…
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| 54914 |
multi-model-mcp
Claim
An MCP server that exposes tools for sub-agent style reasoning across multiple …
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| 54915 |
vision-relay-mcp
Claim
A tiny MCP server that lets text-only coding models analyze images via vision r…
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| 54916 |
mysql-mcp
Claim
Provides safe read, insert, and update operations on MySQL databases with guard…
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| 54917 |
telebotstudio-mcp
Claim
Enables AI assistants to search and retrieve official TeleBot Studio documentat…
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| 54918 |
proxmox-mcp
Claim
MCP server for full Proxmox VE management - VMs, containers, storage, backups, …
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| 54919 |
Agents MCP Server
Claim
MCP server for agent-to-agent communication over NATS with live session push vi…
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| 54920 |
mcp-ui-expo-tamagui
Claim
Generates React Native/Expo UI components using AI, integrates with Claude Desk…
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| 54921 |
mcp-rando-server
Claim
Cryptographically secure random number generation and randomized resources, inc…
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| 54922 |
HomeClaw
Claim
Enables AI assistants to control Apple HomeKit smart home accessories, scenes, …
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| 54923 |
Adaptive LLM Gateway
Claim
Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that w…
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| 54924 |
mcp-eu-sparql
Claim
MCP server for EU law via the EUR-Lex / Cellar SPARQL endpoint — legislation (E…
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| 54925 |
TwitterShots MCP Server
Claim
Enables generating Twitter/X tweet screenshots with customizable themes, format…
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| 54926 |
falladviser-v2-mcp
Claim
MCP server exposing UK financial adviser calculations (tax, IHT, pensions, port…
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| 54927 |
ldap-mcp
Claim
MCP server for read-only LDAP directory operations, enabling search, entry retr…
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| 54928 |
ocentra-enforcer
Claim
MCP server for enforcing coding rules in Rust projects via scanning, routing, a…
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| 54929 |
anna-book-search
Claim
Self-hosted MCP server for searching and discovering books using Anna's Archive…
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| 54930 |
Carrier Accounting MCP
Claim
Automates ingestion, normalization, validation, review, and posting of insuranc…
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| 54931 |
spd-mcp
Claim
Enables remote control of Siglent SPD3303X DC power supplies via SCPI over TCP/…
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| 54932 |
Drupal Scout MCP
Claim
A Model Context Protocol server for local Drupal development that combines file…
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| 54933 |
This MCP server provides accessibility risk assessment for Seoul subway trips, …
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| 54934 |
fallbase-mcp
Claim
Exposes a sovereign SQL database to MCP clients, enabling querying, table creat…
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| 54935 |
mcp-deprecate
Claim
Scans MCP servers for deprecated and removed protocol features, providing a dat…
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| 54936 |
tribe-mcp
Claim
MCP server that exposes TRIBE brand data from a Turso database, enabling brand-…
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| 54937 |
K-MFDS FoodDB MCP Server
Claim
Provides tools to search Korean food nutrition data from the Ministry of Food a…
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| 54938 |
mcp-eurostat
Claim
Enables querying Eurostat statistical data through natural language or direct M…
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| 54939 |
mcp-kp
Claim
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| 54940 |
SpatialGrid MCP Server
Claim
MCP server providing tools for spatial grid applications including calculations…
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| 54941 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 54942 |
MCP Automation Service
Claim
A production-grade backend that lets LLMs safely operate Gmail, Google Drive, a…
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| 54943 |
pantrist-mcp
Claim
Manage your pantry, shopping lists, recipes, and weekly meal plan with Pantrist…
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| 54944 |
CERN ROOT MCP Server
Claim
An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.
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| 54945 |
code2mcp
Claim
Enables execution of TypeScript code to call MCP tools instead of direct tool c…
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| 54946 |
agentsmd-memory
Claim
MCP server for managing project memory in AGENTS.md. Allows agents to record an…
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| 54947 |
rgl-mcp
Claim
Enables querying RGL.gg competitive TF2 data through natural language, resolvin…
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| 54948 |
NoteDiscovery
Claim
Self-hosted plain-markdown knowledge base with a built-in MCP server. Lets Clau…
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| 54949 |
screenshot-vision-mcp
Claim
An MCP server that captures screenshots of URLs or local app windows and analyz…
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| 54950 |
legal_scholarship_mcp
Claim
Enables searching scholarly literature via the OpenAlex database, with tools fo…
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